Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 5408 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 633.9 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 15 |
|---|
df_index is highly correlated with passing_accuracy and 1 other fields | High correlation |
np_goals_p90 is highly correlated with goal_conversion_np and 1 other fields | High correlation |
shooting_accuracy is highly correlated with goal_conversion_np | High correlation |
goal_conversion_np is highly correlated with np_goals_p90 and 2 other fields | High correlation |
passing_accuracy is highly correlated with df_index | High correlation |
assists_p90 is highly correlated with scoring_contribution | High correlation |
scoring_contribution is highly correlated with np_goals_p90 and 2 other fields | High correlation |
tackles_p90 is highly correlated with df_index | High correlation |
df_index is highly correlated with passing_accuracy | High correlation |
np_goals_p90 is highly correlated with goal_conversion_np and 1 other fields | High correlation |
shooting_accuracy is highly correlated with goal_conversion_np | High correlation |
goal_conversion_np is highly correlated with np_goals_p90 and 2 other fields | High correlation |
passing_accuracy is highly correlated with df_index | High correlation |
assists_p90 is highly correlated with scoring_contribution | High correlation |
scoring_contribution is highly correlated with np_goals_p90 and 2 other fields | High correlation |
np_goals_p90 is highly correlated with goal_conversion_np and 1 other fields | High correlation |
goal_conversion_np is highly correlated with np_goals_p90 and 1 other fields | High correlation |
scoring_contribution is highly correlated with np_goals_p90 and 1 other fields | High correlation |
df_index is highly correlated with passing_accuracy | High correlation |
np_goals_p90 is highly correlated with shots_p90 and 2 other fields | High correlation |
shots_p90 is highly correlated with np_goals_p90 and 1 other fields | High correlation |
shooting_accuracy is highly correlated with goal_conversion_np | High correlation |
goal_conversion_np is highly correlated with np_goals_p90 and 2 other fields | High correlation |
passing_accuracy is highly correlated with df_index | High correlation |
assists_p90 is highly correlated with key_passes_p90 and 1 other fields | High correlation |
key_passes_p90 is highly correlated with assists_p90 | High correlation |
scoring_contribution is highly correlated with np_goals_p90 and 3 other fields | High correlation |
df_index has unique values | Unique |
np_goals_p90 has 788 (14.6%) zeros | Zeros |
shooting_accuracy has 71 (1.3%) zeros | Zeros |
goal_conversion_np has 788 (14.6%) zeros | Zeros |
assists_p90 has 1723 (31.9%) zeros | Zeros |
dribbles_success_ratio has 169 (3.1%) zeros | Zeros |
scoring_contribution has 450 (8.3%) zeros | Zeros |
tackles_p90 has 1181 (21.8%) zeros | Zeros |
interceptions_p90 has 546 (10.1%) zeros | Zeros |
avg_team_position has 330 (6.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-08 15:46:49.952209 |
|---|---|
| Analysis finished | 2021-12-08 15:47:30.886728 |
| Duration | 40.93 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 5408 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14493.02829 |
| Minimum | 11 |
|---|---|
| Maximum | 28980 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 1462.6 |
| Q1 | 7331.25 |
| median | 14594.5 |
| Q3 | 21681.75 |
| 95-th percentile | 27474.5 |
| Maximum | 28980 |
| Range | 28969 |
| Interquartile range (IQR) | 14350.5 |
Descriptive statistics
| Standard deviation | 8384.811806 |
|---|---|
| Coefficient of variation (CV) | 0.57854105 |
| Kurtosis | -1.200155493 |
| Mean | 14493.02829 |
| Median Absolute Deviation (MAD) | 7184 |
| Skewness | -0.006764192535 |
| Sum | 78378297 |
| Variance | 70305069.02 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 23243 | 1 | < 0.1% |
| 22672 | 1 | < 0.1% |
| 25922 | 1 | < 0.1% |
| 11583 | 1 | < 0.1% |
| 28293 | 1 | < 0.1% |
| 23869 | 1 | < 0.1% |
| 5436 | 1 | < 0.1% |
| 17722 | 1 | < 0.1% |
| 7481 | 1 | < 0.1% |
| 5432 | 1 | < 0.1% |
| Other values (5398) | 5398 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 12 | 1 | |
| 30 | 1 | |
| 31 | 1 | |
| 32 | 1 | |
| 36 | 1 | |
| 49 | 1 | |
| 50 | 1 | |
| 66 | 1 | |
| 67 | 1 |
| Value | Count | Frequency (%) |
| 28980 | 1 | |
| 28979 | 1 | |
| 28977 | 1 | |
| 28971 | 1 | |
| 28965 | 1 | |
| 28962 | 1 | |
| 28946 | 1 | |
| 28944 | 1 | |
| 28943 | 1 | |
| 28940 | 1 |
np_goals_p90
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 3206 |
|---|---|
| Distinct (%) | 59.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2758666657 |
| Minimum | 0 |
|---|---|
| Maximum | 1.590106007 |
| Zeros | 788 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1337295691 |
| median | 0.2516700387 |
| Q3 | 0.3933351641 |
| 95-th percentile | 0.649546133 |
| Maximum | 1.590106007 |
| Range | 1.590106007 |
| Interquartile range (IQR) | 0.259605595 |
Descriptive statistics
| Standard deviation | 0.2053185059 |
|---|---|
| Coefficient of variation (CV) | 0.7442671823 |
| Kurtosis | 1.463787821 |
| Mean | 0.2758666657 |
| Median Absolute Deviation (MAD) | 0.1278417741 |
| Skewness | 0.9140052691 |
| Sum | 1491.886928 |
| Variance | 0.04215568888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 788 | 14.6% |
| 0.3543307087 | 8 | 0.1% |
| 0.298013245 | 8 | 0.1% |
| 0.2479338843 | 8 | 0.1% |
| 0.2045454545 | 7 | 0.1% |
| 0.2839116719 | 7 | 0.1% |
| 0.3020134228 | 7 | 0.1% |
| 0.251396648 | 7 | 0.1% |
| 0.2261306533 | 7 | 0.1% |
| 0.2374670185 | 7 | 0.1% |
| Other values (3196) | 4554 |
| Value | Count | Frequency (%) |
| 0 | 788 | |
| 0.02346193952 | 1 | < 0.1% |
| 0.03401360544 | 1 | < 0.1% |
| 0.03414264036 | 1 | < 0.1% |
| 0.03931847969 | 1 | < 0.1% |
| 0.04137931034 | 1 | < 0.1% |
| 0.04172461752 | 1 | < 0.1% |
| 0.04249291785 | 1 | < 0.1% |
| 0.04281636537 | 1 | < 0.1% |
| 0.04381694255 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.590106007 | 1 | |
| 1.273938385 | 1 | |
| 1.256106071 | 1 | |
| 1.235697941 | 1 | |
| 1.22971819 | 1 | |
| 1.205846529 | 1 | |
| 1.184210526 | 1 | |
| 1.168831169 | 1 | |
| 1.135646688 | 1 | |
| 1.131059246 | 1 |
| Distinct | 4454 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.26902098 |
| Minimum | 0 |
|---|---|
| Maximum | 6.989528796 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9953921606 |
| Q1 | 1.667129801 |
| median | 2.186575353 |
| Q3 | 2.79327548 |
| 95-th percentile | 3.800205973 |
| Maximum | 6.989528796 |
| Range | 6.989528796 |
| Interquartile range (IQR) | 1.126145679 |
Descriptive statistics
| Standard deviation | 0.8676639754 |
|---|---|
| Coefficient of variation (CV) | 0.3823957483 |
| Kurtosis | 0.8884223626 |
| Mean | 2.26902098 |
| Median Absolute Deviation (MAD) | 0.5594702772 |
| Skewness | 0.6243413246 |
| Sum | 12270.86546 |
| Variance | 0.7528407742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 11 | 0.2% |
| 2.432432432 | 10 | 0.2% |
| 1.698113208 | 8 | 0.1% |
| 1.666666667 | 8 | 0.1% |
| 2.4 | 8 | 0.1% |
| 1.636363636 | 7 | 0.1% |
| 2.02247191 | 7 | 0.1% |
| 2.647058824 | 7 | 0.1% |
| 1.914893617 | 7 | 0.1% |
| 2.093023256 | 7 | 0.1% |
| Other values (4444) | 5328 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.2 | 1 | < 0.1% |
| 0.2015677492 | 1 | < 0.1% |
| 0.2261306533 | 1 | < 0.1% |
| 0.2393617021 | 1 | < 0.1% |
| 0.2556818182 | 1 | < 0.1% |
| 0.2578796562 | 1 | < 0.1% |
| 0.2960526316 | 1 | < 0.1% |
| 0.3079178886 | 1 | < 0.1% |
| 0.3096330275 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.989528796 | 1 | < 0.1% |
| 6.397812714 | 1 | < 0.1% |
| 6.091954023 | 1 | < 0.1% |
| 5.924135366 | 1 | < 0.1% |
| 5.917890521 | 1 | < 0.1% |
| 5.899159664 | 1 | < 0.1% |
| 5.869565217 | 3 | |
| 5.833333333 | 1 | < 0.1% |
| 5.806451613 | 1 | < 0.1% |
| 5.731132075 | 1 | < 0.1% |
| Distinct | 829 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4150445686 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 71 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.3333333333 |
| median | 0.4126984127 |
| Q3 | 0.5 |
| 95-th percentile | 0.6428571429 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666666667 |
Descriptive statistics
| Standard deviation | 0.1391235485 |
|---|---|
| Coefficient of variation (CV) | 0.3352014676 |
| Kurtosis | 1.345089194 |
| Mean | 0.4150445686 |
| Median Absolute Deviation (MAD) | 0.08597156811 |
| Skewness | 0.1054956914 |
| Sum | 2244.561027 |
| Variance | 0.01935536175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 338 | 6.2% |
| 0.3333333333 | 234 | 4.3% |
| 0.4 | 146 | 2.7% |
| 0.375 | 104 | 1.9% |
| 0.4285714286 | 103 | 1.9% |
| 0.25 | 102 | 1.9% |
| 0.2857142857 | 84 | 1.6% |
| 0.6666666667 | 79 | 1.5% |
| 0.4444444444 | 75 | 1.4% |
| 0 | 71 | 1.3% |
| Other values (819) | 4072 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 0.05882352941 | 3 | 0.1% |
| 0.06666666667 | 1 | < 0.1% |
| 0.07692307692 | 4 | 0.1% |
| 0.08333333333 | 5 | 0.1% |
| 0.09090909091 | 6 | 0.1% |
| 0.1 | 11 | 0.2% |
| 0.1111111111 | 15 | 0.3% |
| 0.1153846154 | 1 | < 0.1% |
| 0.1176470588 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0.8888888889 | 1 | < 0.1% |
| 0.8571428571 | 2 | < 0.1% |
| 0.8333333333 | 6 | 0.1% |
| 0.8235294118 | 2 | < 0.1% |
| 0.8181818182 | 1 | < 0.1% |
| 0.8 | 12 | |
| 0.7857142857 | 3 | 0.1% |
| 0.7777777778 | 5 | 0.1% |
| 0.7727272727 | 1 | < 0.1% |
goal_conversion_np
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 638 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1220080723 |
| Minimum | 0 |
|---|---|
| Maximum | 0.6666666667 |
| Zeros | 788 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.06378143133 |
| median | 0.1153846154 |
| Q3 | 0.1692307692 |
| 95-th percentile | 0.2727272727 |
| Maximum | 0.6666666667 |
| Range | 0.6666666667 |
| Interquartile range (IQR) | 0.1054493379 |
Descriptive statistics
| Standard deviation | 0.08685916013 |
|---|---|
| Coefficient of variation (CV) | 0.7119132243 |
| Kurtosis | 1.792484474 |
| Mean | 0.1220080723 |
| Median Absolute Deviation (MAD) | 0.05286214953 |
| Skewness | 0.8688464478 |
| Sum | 659.8196549 |
| Variance | 0.007544513698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 788 | 14.6% |
| 0.1666666667 | 155 | 2.9% |
| 0.125 | 153 | 2.8% |
| 0.1111111111 | 136 | 2.5% |
| 0.2 | 135 | 2.5% |
| 0.1428571429 | 132 | 2.4% |
| 0.1 | 124 | 2.3% |
| 0.08333333333 | 107 | 2.0% |
| 0.25 | 100 | 1.8% |
| 0.09090909091 | 100 | 1.8% |
| Other values (628) | 3478 |
| Value | Count | Frequency (%) |
| 0 | 788 | |
| 0.01612903226 | 2 | < 0.1% |
| 0.01851851852 | 1 | < 0.1% |
| 0.01886792453 | 1 | < 0.1% |
| 0.01960784314 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.02040816327 | 3 | 0.1% |
| 0.02127659574 | 2 | < 0.1% |
| 0.02173913043 | 1 | < 0.1% |
| 0.02222222222 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6666666667 | 2 | < 0.1% |
| 0.625 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| 0.5333333333 | 1 | < 0.1% |
| 0.5 | 12 | |
| 0.4666666667 | 1 | < 0.1% |
| 0.4615384615 | 1 | < 0.1% |
| 0.4545454545 | 1 | < 0.1% |
| 0.4444444444 | 1 | < 0.1% |
| 0.4375 | 3 | 0.1% |
| Distinct | 5342 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5149557717 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9076331361 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02091753877 |
| Q1 | 0.09119391026 |
| median | 0.6651405362 |
| Q3 | 0.7351512605 |
| 95-th percentile | 0.8057748401 |
| Maximum | 0.9076331361 |
| Range | 0.9076331361 |
| Interquartile range (IQR) | 0.6439573502 |
Descriptive statistics
| Standard deviation | 0.3020706313 |
|---|---|
| Coefficient of variation (CV) | 0.5865952921 |
| Kurtosis | -1.083853631 |
| Mean | 0.5149557717 |
| Median Absolute Deviation (MAD) | 0.09067855825 |
| Skewness | -0.840052697 |
| Sum | 2784.880813 |
| Variance | 0.09124666628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 0.73 | 4 | 0.1% |
| 0.01 | 3 | 0.1% |
| 0.75 | 3 | 0.1% |
| 0.02 | 3 | 0.1% |
| 0.725 | 3 | 0.1% |
| 0.62 | 3 | 0.1% |
| 0.03444444444 | 2 | < 0.1% |
| 0.674 | 2 | < 0.1% |
| 0.667654321 | 2 | < 0.1% |
| Other values (5332) | 5378 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.01 | 3 | |
| 0.01069444444 | 1 | < 0.1% |
| 0.01103225806 | 1 | < 0.1% |
| 0.01164658635 | 1 | < 0.1% |
| 0.01165137615 | 1 | < 0.1% |
| 0.01191780822 | 1 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.01204918033 | 1 | < 0.1% |
| 0.01207920792 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9076331361 | 1 | |
| 0.8938636364 | 1 | |
| 0.8872641509 | 1 | |
| 0.8688142292 | 1 | |
| 0.8678853383 | 1 | |
| 0.8662264151 | 1 | |
| 0.8656588072 | 1 | |
| 0.8656430446 | 1 | |
| 0.8655202822 | 1 | |
| 0.8642591156 | 1 |
| Distinct | 2571 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1213521475 |
| Minimum | 0 |
|---|---|
| Maximum | 1.162790698 |
| Zeros | 1723 |
| Zeros (%) | 31.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.09795919093 |
| Q3 | 0.1903251787 |
| 95-th percentile | 0.3533918872 |
| Maximum | 1.162790698 |
| Range | 1.162790698 |
| Interquartile range (IQR) | 0.1903251787 |
Descriptive statistics
| Standard deviation | 0.1260277362 |
|---|---|
| Coefficient of variation (CV) | 1.038529097 |
| Kurtosis | 3.392562946 |
| Mean | 0.1213521475 |
| Median Absolute Deviation (MAD) | 0.09795919093 |
| Skewness | 1.420375889 |
| Sum | 656.2724136 |
| Variance | 0.01588299028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1723 | |
| 0.1923076923 | 7 | 0.1% |
| 0.2769230769 | 7 | 0.1% |
| 0.1475409836 | 7 | 0.1% |
| 0.2601156069 | 6 | 0.1% |
| 0.2647058824 | 6 | 0.1% |
| 0.1208053691 | 6 | 0.1% |
| 0.1601423488 | 6 | 0.1% |
| 0.1565217391 | 6 | 0.1% |
| 0.2686567164 | 6 | 0.1% |
| Other values (2561) | 3628 |
| Value | Count | Frequency (%) |
| 0 | 1723 | |
| 0.02260738508 | 1 | < 0.1% |
| 0.02337662338 | 1 | < 0.1% |
| 0.02346193952 | 1 | < 0.1% |
| 0.02626203677 | 1 | < 0.1% |
| 0.02636976267 | 1 | < 0.1% |
| 0.02705139766 | 1 | < 0.1% |
| 0.02764976959 | 1 | < 0.1% |
| 0.02839116719 | 1 | < 0.1% |
| 0.02849905003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.162790698 | 1 | |
| 0.9677419355 | 1 | |
| 0.8852459016 | 1 | |
| 0.8348794063 | 1 | |
| 0.7929515419 | 1 | |
| 0.7780979827 | 1 | |
| 0.7717041801 | 1 | |
| 0.7714285714 | 1 | |
| 0.7601351351 | 1 | |
| 0.7417582418 | 1 |
| Distinct | 4185 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.151965157 |
| Minimum | 0 |
|---|---|
| Maximum | 5.934065934 |
| Zeros | 40 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3911464659 |
| Q1 | 0.7679416387 |
| median | 1.058823529 |
| Q3 | 1.431818182 |
| 95-th percentile | 2.23476298 |
| Maximum | 5.934065934 |
| Range | 5.934065934 |
| Interquartile range (IQR) | 0.6638765431 |
Descriptive statistics
| Standard deviation | 0.5828555368 |
|---|---|
| Coefficient of variation (CV) | 0.5059662899 |
| Kurtosis | 3.2698623 |
| Mean | 1.151965157 |
| Median Absolute Deviation (MAD) | 0.3284242272 |
| Skewness | 1.243450172 |
| Sum | 6229.827571 |
| Variance | 0.3397205767 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40 | 0.7% |
| 1.764705882 | 9 | 0.2% |
| 1.2 | 9 | 0.2% |
| 1.125 | 8 | 0.1% |
| 1.451612903 | 7 | 0.1% |
| 1.304347826 | 7 | 0.1% |
| 0.9574468085 | 7 | 0.1% |
| 0.9473684211 | 7 | 0.1% |
| 1.363636364 | 7 | 0.1% |
| 1.153846154 | 7 | 0.1% |
| Other values (4175) | 5300 |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 0.06554989075 | 1 | < 0.1% |
| 0.08014247551 | 1 | < 0.1% |
| 0.08866995074 | 1 | < 0.1% |
| 0.1089588378 | 1 | < 0.1% |
| 0.1147959184 | 1 | < 0.1% |
| 0.1353383459 | 1 | < 0.1% |
| 0.1417322835 | 1 | < 0.1% |
| 0.1470588235 | 1 | < 0.1% |
| 0.1549053356 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.934065934 | 1 | |
| 4.958677686 | 1 | |
| 4.695652174 | 1 | |
| 4.553468762 | 1 | |
| 4.160246533 | 1 | |
| 4.137396694 | 1 | |
| 4.020618557 | 1 | |
| 3.953488372 | 1 | |
| 3.900928793 | 1 | |
| 3.829787234 | 1 |
dribbles_p90
Real number (ℝ≥0)
| Distinct | 4649 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.116164187 |
| Minimum | 0 |
|---|---|
| Maximum | 10.67114094 |
| Zeros | 44 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4087890827 |
| Q1 | 1.069114471 |
| median | 1.78807947 |
| Q3 | 2.868785727 |
| 95-th percentile | 4.880578101 |
| Maximum | 10.67114094 |
| Range | 10.67114094 |
| Interquartile range (IQR) | 1.799671256 |
Descriptive statistics
| Standard deviation | 1.428824018 |
|---|---|
| Coefficient of variation (CV) | 0.675195255 |
| Kurtosis | 1.94960152 |
| Mean | 2.116164187 |
| Median Absolute Deviation (MAD) | 0.848298205 |
| Skewness | 1.228292358 |
| Sum | 11444.21593 |
| Variance | 2.041538075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44 | 0.8% |
| 2.647058824 | 8 | 0.1% |
| 1.956521739 | 7 | 0.1% |
| 2.432432432 | 6 | 0.1% |
| 2.195121951 | 6 | 0.1% |
| 2.368421053 | 6 | 0.1% |
| 1.184210526 | 6 | 0.1% |
| 1.875 | 5 | 0.1% |
| 1.935483871 | 5 | 0.1% |
| 0.8571428571 | 5 | 0.1% |
| Other values (4639) | 5310 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 0.04820567756 | 1 | < 0.1% |
| 0.09183673469 | 1 | < 0.1% |
| 0.09588068182 | 1 | < 0.1% |
| 0.09966777409 | 1 | < 0.1% |
| 0.1038062284 | 1 | < 0.1% |
| 0.1051401869 | 1 | < 0.1% |
| 0.106888361 | 1 | < 0.1% |
| 0.1094890511 | 1 | < 0.1% |
| 0.1095556908 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.67114094 | 1 | |
| 9.415384615 | 1 | |
| 9.196832579 | 1 | |
| 9.061886051 | 1 | |
| 8.873239437 | 1 | |
| 8.856858847 | 1 | |
| 8.769968051 | 1 | |
| 8.52367688 | 1 | |
| 8.495778972 | 1 | |
| 8.322704082 | 1 |
| Distinct | 903 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5007151952 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 169 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.191875 |
| Q1 | 0.4101019462 |
| median | 0.5 |
| Q3 | 0.6052631579 |
| 95-th percentile | 0.7692307692 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1951612116 |
Descriptive statistics
| Standard deviation | 0.1771917557 |
|---|---|
| Coefficient of variation (CV) | 0.3538773286 |
| Kurtosis | 1.271757877 |
| Mean | 0.5007151952 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.3223419537 |
| Sum | 2707.867776 |
| Variance | 0.03139691827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 469 | 8.7% |
| 0.3333333333 | 174 | 3.2% |
| 0.6666666667 | 173 | 3.2% |
| 0 | 169 | 3.1% |
| 0.6 | 124 | 2.3% |
| 0.4 | 112 | 2.1% |
| 0.4285714286 | 111 | 2.1% |
| 1 | 92 | 1.7% |
| 0.5714285714 | 91 | 1.7% |
| 0.625 | 82 | 1.5% |
| Other values (893) | 3811 |
| Value | Count | Frequency (%) |
| 0 | 169 | |
| 0.05882352941 | 1 | < 0.1% |
| 0.07142857143 | 1 | < 0.1% |
| 0.07692307692 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.08333333333 | 2 | < 0.1% |
| 0.09090909091 | 4 | 0.1% |
| 0.1 | 5 | 0.1% |
| 0.1111111111 | 3 | 0.1% |
| 0.125 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 92 | |
| 0.9166666667 | 2 | < 0.1% |
| 0.9090909091 | 2 | < 0.1% |
| 0.9 | 3 | 0.1% |
| 0.8947368421 | 1 | < 0.1% |
| 0.8888888889 | 1 | < 0.1% |
| 0.875 | 5 | 0.1% |
| 0.8571428571 | 15 | 0.3% |
| 0.85 | 1 | < 0.1% |
| 0.8461538462 | 4 | 0.1% |
scoring_contribution
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 3636 |
|---|---|
| Distinct (%) | 67.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3972188131 |
| Minimum | 0 |
|---|---|
| Maximum | 1.777378815 |
| Zeros | 450 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2269622855 |
| median | 0.3711340206 |
| Q3 | 0.5357142857 |
| 95-th percentile | 0.8546618492 |
| Maximum | 1.777378815 |
| Range | 1.777378815 |
| Interquartile range (IQR) | 0.3087520002 |
Descriptive statistics
| Standard deviation | 0.2510291796 |
|---|---|
| Coefficient of variation (CV) | 0.6319669949 |
| Kurtosis | 1.369287861 |
| Mean | 0.3972188131 |
| Median Absolute Deviation (MAD) | 0.1532163451 |
| Skewness | 0.8136578663 |
| Sum | 2148.159341 |
| Variance | 0.06301564903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 450 | 8.3% |
| 0.3260869565 | 8 | 0.1% |
| 0.3370786517 | 8 | 0.1% |
| 0.251396648 | 8 | 0.1% |
| 0.2647058824 | 7 | 0.1% |
| 0.5278592375 | 7 | 0.1% |
| 0.3781512605 | 7 | 0.1% |
| 0.24 | 7 | 0.1% |
| 0.2542372881 | 7 | 0.1% |
| 0.2045454545 | 7 | 0.1% |
| Other values (3626) | 4892 |
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 0.0454086781 | 1 | < 0.1% |
| 0.04692387904 | 1 | < 0.1% |
| 0.05357142857 | 1 | < 0.1% |
| 0.05481120585 | 1 | < 0.1% |
| 0.05590062112 | 1 | < 0.1% |
| 0.05639097744 | 1 | < 0.1% |
| 0.05739795918 | 1 | < 0.1% |
| 0.05882352941 | 1 | < 0.1% |
| 0.05924950625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.777378815 | 1 | |
| 1.695743196 | 1 | |
| 1.666666667 | 1 | |
| 1.647597254 | 1 | |
| 1.590106007 | 1 | |
| 1.502782931 | 1 | |
| 1.498719044 | 1 | |
| 1.494464945 | 1 | |
| 1.461632156 | 1 | |
| 1.451612903 | 1 |
| Distinct | 4226 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6110768801 |
| Minimum | 0 |
|---|---|
| Maximum | 5.189211527 |
| Zeros | 1181 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1014866729 |
| median | 0.4952806996 |
| Q3 | 0.9166652769 |
| 95-th percentile | 1.755945635 |
| Maximum | 5.189211527 |
| Range | 5.189211527 |
| Interquartile range (IQR) | 0.815178604 |
Descriptive statistics
| Standard deviation | 0.5943806971 |
|---|---|
| Coefficient of variation (CV) | 0.9726774427 |
| Kurtosis | 2.824765419 |
| Mean | 0.6110768801 |
| Median Absolute Deviation (MAD) | 0.4088627725 |
| Skewness | 1.366195804 |
| Sum | 3304.703768 |
| Variance | 0.353288413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1181 | 21.8% |
| 0.1485442662 | 2 | < 0.1% |
| 0.3705533597 | 2 | < 0.1% |
| 0.6220572283 | 1 | < 0.1% |
| 0.9863007893 | 1 | < 0.1% |
| 0.6496070619 | 1 | < 0.1% |
| 0.1289215516 | 1 | < 0.1% |
| 1.043453847 | 1 | < 0.1% |
| 0.2724835721 | 1 | < 0.1% |
| 1.365564551 | 1 | < 0.1% |
| Other values (4216) | 4216 |
| Value | Count | Frequency (%) |
| 0 | 1181 | |
| 0.0283861526 | 1 | < 0.1% |
| 0.02890693252 | 1 | < 0.1% |
| 0.03215778754 | 1 | < 0.1% |
| 0.03276420692 | 1 | < 0.1% |
| 0.03307169944 | 1 | < 0.1% |
| 0.03385291286 | 1 | < 0.1% |
| 0.03440945725 | 1 | < 0.1% |
| 0.03565740367 | 1 | < 0.1% |
| 0.03585257421 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.189211527 | 1 | |
| 4.284084809 | 1 | |
| 4.225352704 | 1 | |
| 4.051085627 | 1 | |
| 3.711040209 | 1 | |
| 3.692174453 | 1 | |
| 3.465330236 | 1 | |
| 3.410352214 | 1 | |
| 3.320472625 | 1 | |
| 3.251927604 | 1 |
| Distinct | 4844 |
|---|---|
| Distinct (%) | 89.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3918477149 |
| Minimum | 0 |
|---|---|
| Maximum | 3.605033531 |
| Zeros | 546 |
| Zeros (%) | 10.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1588938535 |
| median | 0.3090475635 |
| Q3 | 0.544161111 |
| 95-th percentile | 1.052846014 |
| Maximum | 3.605033531 |
| Range | 3.605033531 |
| Interquartile range (IQR) | 0.3852672575 |
Descriptive statistics
| Standard deviation | 0.3425027805 |
|---|---|
| Coefficient of variation (CV) | 0.8740711441 |
| Kurtosis | 5.296550511 |
| Mean | 0.3918477149 |
| Median Absolute Deviation (MAD) | 0.1800984715 |
| Skewness | 1.744946988 |
| Sum | 2119.112442 |
| Variance | 0.1173081547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 546 | 10.1% |
| 0.09965011737 | 2 | < 0.1% |
| 0.07092422141 | 2 | < 0.1% |
| 0.1875 | 2 | < 0.1% |
| 0.1893620603 | 2 | < 0.1% |
| 0.2803039741 | 2 | < 0.1% |
| 0.3469010176 | 2 | < 0.1% |
| 0.3386514148 | 2 | < 0.1% |
| 0.4535147392 | 2 | < 0.1% |
| 0.1966009874 | 2 | < 0.1% |
| Other values (4834) | 4844 |
| Value | Count | Frequency (%) |
| 0 | 546 | |
| 0.02210074995 | 1 | < 0.1% |
| 0.02499305748 | 1 | < 0.1% |
| 0.02517482517 | 1 | < 0.1% |
| 0.02725818957 | 1 | < 0.1% |
| 0.0274834336 | 1 | < 0.1% |
| 0.02779630865 | 1 | < 0.1% |
| 0.0303957527 | 1 | < 0.1% |
| 0.03078670288 | 1 | < 0.1% |
| 0.03174558384 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.605033531 | 1 | |
| 3.034949386 | 1 | |
| 2.543981578 | 1 | |
| 2.477279172 | 1 | |
| 2.301705033 | 1 | |
| 2.227609959 | 1 | |
| 2.177523816 | 1 | |
| 2.155993746 | 1 | |
| 2.102726357 | 1 | |
| 2.062792923 | 1 |
| Distinct | 221 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4146597062 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 330 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2105263158 |
| median | 0.3703703704 |
| Q3 | 0.5769230769 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.3663967611 |
Descriptive statistics
| Standard deviation | 0.2705362379 |
|---|---|
| Coefficient of variation (CV) | 0.6524295318 |
| Kurtosis | -0.43057487 |
| Mean | 0.4146597062 |
| Median Absolute Deviation (MAD) | 0.1798941799 |
| Skewness | 0.5675051129 |
| Sum | 2242.479691 |
| Variance | 0.07318985604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 330 | 6.1% |
| 1 | 303 | 5.6% |
| 0.2857142857 | 182 | 3.4% |
| 0.5 | 174 | 3.2% |
| 0.3333333333 | 166 | 3.1% |
| 0.4285714286 | 129 | 2.4% |
| 0.6666666667 | 102 | 1.9% |
| 0.1428571429 | 97 | 1.8% |
| 0.1904761905 | 75 | 1.4% |
| 0.3571428571 | 63 | 1.2% |
| Other values (211) | 3787 |
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 0.03703703704 | 7 | 0.1% |
| 0.03846153846 | 10 | 0.2% |
| 0.04166666667 | 8 | 0.1% |
| 0.04347826087 | 7 | 0.1% |
| 0.04545454545 | 8 | 0.1% |
| 0.04761904762 | 22 | 0.4% |
| 0.05 | 5 | 0.1% |
| 0.05263157895 | 4 | 0.1% |
| 0.05555555556 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 303 | |
| 0.962962963 | 5 | 0.1% |
| 0.9615384615 | 5 | 0.1% |
| 0.96 | 8 | 0.1% |
| 0.9583333333 | 2 | < 0.1% |
| 0.9523809524 | 24 | 0.4% |
| 0.95 | 4 | 0.1% |
| 0.9444444444 | 3 | 0.1% |
| 0.9411764706 | 6 | 0.1% |
| 0.9375 | 9 | 0.2% |
avg_league_cov
Real number (ℝ≥0)
| Distinct | 68 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4174555504 |
| Minimum | 0.2154786051 |
|---|---|
| Maximum | 0.7650138775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.4 KiB |
Quantile statistics
| Minimum | 0.2154786051 |
|---|---|
| 5-th percentile | 0.3098386677 |
| Q1 | 0.360566052 |
| median | 0.4154162093 |
| Q3 | 0.4676203588 |
| 95-th percentile | 0.5228169653 |
| Maximum | 0.7650138775 |
| Range | 0.5495352724 |
| Interquartile range (IQR) | 0.1070543069 |
Descriptive statistics
| Standard deviation | 0.08300991535 |
|---|---|
| Coefficient of variation (CV) | 0.1988473151 |
| Kurtosis | 4.218489885 |
| Mean | 0.4174555504 |
| Median Absolute Deviation (MAD) | 0.05390112087 |
| Skewness | 0.9591620338 |
| Sum | 2257.599617 |
| Variance | 0.006890646047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.360566052 | 123 | 2.3% |
| 0.4070386632 | 122 | 2.3% |
| 0.3311984356 | 120 | 2.2% |
| 0.4641257259 | 102 | 1.9% |
| 0.7650138775 | 101 | 1.9% |
| 0.4768902838 | 99 | 1.8% |
| 0.3098386677 | 98 | 1.8% |
| 0.4348054998 | 97 | 1.8% |
| 0.3790457294 | 96 | 1.8% |
| 0.4792782097 | 96 | 1.8% |
| Other values (58) | 4354 |
| Value | Count | Frequency (%) |
| 0.2154786051 | 89 | |
| 0.2298503596 | 62 | |
| 0.2968340507 | 66 | |
| 0.3098386677 | 98 | |
| 0.3112425292 | 79 | |
| 0.3161129939 | 64 | |
| 0.3168462558 | 77 | |
| 0.3240096456 | 62 | |
| 0.3311984356 | 120 | |
| 0.3314645394 | 63 |
| Value | Count | Frequency (%) |
| 0.7650138775 | 101 | |
| 0.5332334539 | 93 | |
| 0.524150142 | 75 | |
| 0.5228169653 | 95 | |
| 0.5131112111 | 83 | |
| 0.5037560278 | 77 | |
| 0.5030006431 | 78 | |
| 0.5028219847 | 68 | |
| 0.4938370185 | 76 | |
| 0.4874702008 | 86 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | np_goals_p90 | shots_p90 | shooting_accuracy | goal_conversion_np | passing_accuracy | assists_p90 | key_passes_p90 | dribbles_p90 | dribbles_success_ratio | scoring_contribution | tackles_p90 | interceptions_p90 | avg_team_position | avg_league_cov | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11 | 0.58 | 2.59 | 0.59 | 0.22 | 0.66 | 0.29 | 1.15 | 0.38 | 0.50 | 0.86 | 0.00 | 0.76 | 0.96 | 0.49 |
| 1 | 12 | 0.35 | 2.94 | 0.47 | 0.12 | 0.74 | 0.17 | 1.04 | 2.94 | 0.53 | 0.52 | 0.00 | 0.68 | 0.39 | 0.35 |
| 2 | 30 | 0.47 | 2.58 | 0.47 | 0.18 | 0.78 | 0.23 | 1.67 | 1.59 | 0.48 | 0.70 | 0.00 | 0.50 | 0.76 | 0.49 |
| 3 | 31 | 0.51 | 3.27 | 0.46 | 0.16 | 0.76 | 0.07 | 1.27 | 1.42 | 0.49 | 0.58 | 0.00 | 0.23 | 0.50 | 0.48 |
| 4 | 32 | 1.01 | 3.72 | 0.55 | 0.27 | 0.75 | 0.27 | 1.22 | 2.64 | 0.56 | 1.28 | 0.00 | 0.25 | 1.00 | 0.49 |
| 5 | 36 | 0.15 | 1.24 | 0.75 | 0.12 | 0.77 | 0.00 | 1.24 | 3.10 | 0.45 | 0.15 | 0.00 | 0.64 | 0.15 | 0.46 |
| 6 | 49 | 0.79 | 3.72 | 0.49 | 0.21 | 0.75 | 0.23 | 1.07 | 0.88 | 0.63 | 1.02 | 0.00 | 0.34 | 1.00 | 0.43 |
| 7 | 50 | 0.42 | 4.11 | 0.38 | 0.10 | 0.72 | 0.28 | 1.63 | 1.77 | 0.44 | 0.71 | 0.00 | 0.18 | 0.68 | 0.49 |
| 8 | 66 | 0.12 | 3.04 | 0.36 | 0.04 | 0.68 | 0.49 | 3.04 | 7.17 | 0.56 | 0.61 | 0.00 | 1.56 | 0.61 | 0.35 |
| 9 | 67 | 0.99 | 5.69 | 0.43 | 0.17 | 0.80 | 0.29 | 2.64 | 6.51 | 0.61 | 1.27 | 0.00 | 0.32 | 0.96 | 0.49 |
Last rows
| df_index | np_goals_p90 | shots_p90 | shooting_accuracy | goal_conversion_np | passing_accuracy | assists_p90 | key_passes_p90 | dribbles_p90 | dribbles_success_ratio | scoring_contribution | tackles_p90 | interceptions_p90 | avg_team_position | avg_league_cov | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5398 | 28940 | 0.14 | 1.83 | 0.38 | 0.08 | 0.02 | 0.00 | 1.27 | 2.40 | 0.76 | 0.14 | 1.26 | 0.37 | 0.35 | 0.42 |
| 5399 | 28943 | 0.20 | 1.97 | 0.40 | 0.10 | 0.04 | 0.00 | 1.18 | 0.79 | 0.50 | 0.20 | 0.49 | 0.19 | 0.35 | 0.42 |
| 5400 | 28944 | 0.00 | 1.60 | 0.38 | 0.00 | 0.03 | 0.00 | 1.40 | 2.40 | 0.25 | 0.00 | 2.51 | 0.38 | 0.30 | 0.38 |
| 5401 | 28946 | 0.00 | 2.00 | 0.29 | 0.00 | 0.04 | 0.00 | 0.57 | 0.86 | 0.33 | 0.00 | 1.35 | 0.68 | 0.65 | 0.41 |
| 5402 | 28962 | 0.00 | 1.94 | 0.60 | 0.00 | 0.03 | 0.00 | 0.77 | 3.10 | 0.44 | 0.00 | 2.15 | 0.21 | 0.35 | 0.42 |
| 5403 | 28965 | 0.00 | 0.56 | 0.00 | 0.00 | 0.02 | 0.00 | 0.56 | 3.06 | 0.59 | 0.00 | 1.37 | 0.75 | 0.22 | 0.38 |
| 5404 | 28971 | 0.00 | 2.15 | 0.25 | 0.00 | 0.05 | 0.00 | 0.54 | 4.83 | 0.22 | 0.00 | 0.55 | 0.55 | 0.22 | 0.38 |
| 5405 | 28977 | 0.00 | 1.19 | 0.50 | 0.00 | 0.04 | 0.00 | 0.60 | 5.97 | 0.60 | 0.00 | 1.24 | 0.31 | 0.30 | 0.38 |
| 5406 | 28979 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.00 | 0.87 | 0.00 | 0.00 | 0.00 | 2.63 | 0.00 | 0.15 | 0.38 |
| 5407 | 28980 | 0.33 | 1.30 | 0.75 | 0.25 | 0.06 | 0.00 | 0.33 | 0.98 | 1.00 | 0.33 | 1.36 | 0.21 | 0.00 | 0.42 |